Triple

T1677028
Position Surface form Disambiguated ID Type / Status
Subject Heckler & Koch E36253 entity
Predicate founder P104 FINISHED
Object Theodor Koch
Theodor Koch was a German engineer and industrialist best known as one of the co-founders of the firearms manufacturer Heckler & Koch.
E463115 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Theodor Koch | Statement: [Heckler & Koch, founder, Theodor Koch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodor Koch
Context triple: [Heckler & Koch, founder, Theodor Koch]
  • A. Theodor Jung
    Theodor Jung was an American photographer best known for his documentary work during the Great Depression as part of the Farm Security Administration’s historic photography project.
  • B. Friedrich Wilhelm Zachow
    Friedrich Wilhelm Zachow was a German Baroque composer and organist best known as the early music teacher and mentor of George Frideric Handel.
  • C. Ernst Sagebiel
    Ernst Sagebiel was a German architect best known for designing monumental Nazi-era structures, including major airport and government buildings in Berlin.
  • D. Ludwig Borchardt
    Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
  • E. Hermann Weingärtner
    Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Theodor Koch
Triple: [Heckler & Koch, founder, Theodor Koch]
Generated description
Theodor Koch was a German engineer and industrialist best known as one of the co-founders of the firearms manufacturer Heckler & Koch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodor Koch
Target entity description: Theodor Koch was a German engineer and industrialist best known as one of the co-founders of the firearms manufacturer Heckler & Koch.
  • A. Theodor Jung
    Theodor Jung was an American photographer best known for his documentary work during the Great Depression as part of the Farm Security Administration’s historic photography project.
  • B. Friedrich Wilhelm Zachow
    Friedrich Wilhelm Zachow was a German Baroque composer and organist best known as the early music teacher and mentor of George Frideric Handel.
  • C. Ernst Sagebiel
    Ernst Sagebiel was a German architect best known for designing monumental Nazi-era structures, including major airport and government buildings in Berlin.
  • D. Ludwig Borchardt
    Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
  • E. Hermann Weingärtner
    Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a886139ed081909af0940aa9313512 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa625e4cd0819083825b41196f902d completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69be0ffd52188190addb5fa69c45e9d7 completed March 21, 2026, 3:26 a.m.
NEDg Description generation batch_69be10cce8d0819093c9f1c721142e48 completed March 21, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69be119987bc8190b0b0f75a2c07a60c completed March 21, 2026, 3:33 a.m.
Created at: March 4, 2026, 7:29 p.m.